Hamid Beigy

40-717 Machine Learning

 

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This course focuses on the machine learning.  The goal of machine learning is to program machines to learn and improve their performance based on experience. This course covers the field of machine learning, which is the study of algorithms that allow computer programs to automatically improve through experience.

  • Tom M. Mitchell,  Machine Learning , McGraw-Hill, 1997.
  • R. S. Sutton and A. G. Barto Reinforcement Learning , MIT Press, 1998.